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Author

Pengzhou Cheng

Observed name: Cheng, Pengzhou
ORCID: 0000-0003-0945-8790
Observed ORCID: 0000-0003-0945-8790
OpenAlex ID: A5009313267
TCAN-IDS: Intrusion Detection System for Internet of Vehicle Using Temporal Convolutional Attention Network
2022 · Pengzhou Cheng, Kai Xu, et al. · Symmetry · 63
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PLMmark: A Secure and Robust Black-Box Watermarking Framework for Pre-trained Language Models
2023 · Peixuan Li, Pengzhou Cheng, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 46
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Zero-knowledge identity authentication for internet of vehicles: Improvement and application
2020 · Mu Han, Zhikun Yin, et al. · PLoS ONE · 37
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Backdoor Attacks and Countermeasures in Natural Language Processing Models: A Comprehensive Security Review
2025 · Pengzhou Cheng, Zongru Wu, et al. · IEEE Transactions on Neural Networks and Learning Systems · 36
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DESC-IDS: Towards an efficient real-time automotive intrusion detection system based on deep evolving stream clustering
2022 · Pengzhou Cheng, Mu Han, et al. · Future Generation Computer Systems · 36
STC‐IDS: Spatial–temporal correlation feature analyzing based intrusion detection system for intelligent connected vehicles
2022 · Pengzhou Cheng, Mu Han, et al. · International Journal of Intelligent Systems · 32
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PPM-InVIDS: Privacy protection model for in-vehicle intrusion detection system based complex-valued neural network
2021 · Mu Han, Pengzhou Cheng, et al. · Vehicular Communications · 27
Flooding spread of manipulated knowledge in LLM-based multi-agent communities
2026 · Tianjie Ju, Yiting Wang, et al. · Science China Information Sciences · 13
Deep‐Learning Integrated Bioelectronic‐Tissue Interface for Cardiovascular Diagnosis and Prognosis
2025 · Shuaimin Tang, Pengzhou Cheng, et al. · Advanced Functional Materials · 12
MKF-ADS: Multi-Knowledge Fusion Based Anomaly Detection System in Vehicular Control Area Networks
2025 · Pengzhou Cheng, Shouxuan Liu, et al. · IEEE Transactions on Vehicular Technology · 10
Acquiring Clean Language Models from Backdoor Poisoned Datasets by Downscaling Frequency Space
2024 · Zongru Wu, Zhuosheng Zhang, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 9
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TrojanRAG: Retrieval-Augmented Generation Can Be Backdoor Driver in Large Language Models
2024 · Cheng, Pengzhou, Ding, Yidong, et al. · arXiv (Cornell University) · 7
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CVNNs-IDS: Complex-Valued Neural Network Based In-Vehicle Intrusion Detection System
2020 · Mu Han, Pengzhou Cheng, et al. · Communications in computer and information science · 7
Trojanrag: Retrieval-Augmented Generation Can Be Backdoor Driver in Large Language Models
2025 · Pengzhou Cheng, Yidong Ding, et al. · SSRN Electronic Journal · 5
Implementing an Efficient Secure Attribute-Based Encryption System for IoV Using Association Rules
2021 · Mu Han, Mengli Zhu, et al. · Symmetry · 5
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OS-Kairos: Adaptive Interaction for MLLM-Powered GUI Agents
2025 · Pengzhou Cheng, Zheng Wu, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL) · 4
LSF-IDM: Deep learning-based lightweight semantic fusion intrusion detection model for automotive
2024 · Pengzhou Cheng, Lei Hua, et al. · Peer-to-Peer Networking and Applications · 4
BackdoorMBTI: A Backdoor Learning Multimodal Benchmark Tool Kit for Backdoor Defense Evaluation
2025 · Haiyang Yu, Tian Xie, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 2
SynGhost: Invisible and Universal Task-agnostic Backdoor Attack via Syntactic Transfer
2025 · Pengzhou Cheng, Wei Du, et al. · Findings of the Association for Computational Linguistics: NAACL · 2
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GEM: Gaussian Embedding Modeling for Out-of-Distribution Detection in GUI Agents
2026 · Zheng Wu, Pengzhou Cheng, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 1
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See, Think, Act: Teaching Multimodal Agents to Effectively Interact with GUI by Identifying Toggles
2025 · Wu, Zongru, Mao, Rui, et al. · arXiv (Cornell University) · 1
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Hidden Ghost Hand: Unveiling Backdoor Vulnerabilities in MLLM-Powered Mobile GUI Agents
2025 · Pengzhou Cheng, Haowen Hu, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 1
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Smoothing Grounding and Reasoning for MLLM-Powered GUI Agents with Query-Oriented Pivot Task
2025 · Zongru Wu, Pengzhou Cheng, et al. · SSRN Electronic Journal · 1
Gracefully Filtering Backdoor Samples for Generative Large Language Models without Retraining
2024 · Wu, Zongru, Cheng, Pengzhou, et al. · arXiv (Cornell University) · 1
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Transferring Backdoors between Large Language Models by Knowledge Distillation
2024 · Cheng, Pengzhou, Wu, Zongru, et al. · arXiv (Cornell University) · 1
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Works count: 49
Citation count: 365
H-index: 10
I10-index: 10
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